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IBM SPSS Modeler Cookbook
IBM SPSS Modeler Cookbook

IBM SPSS Modeler Cookbook: If you've already had some experience with IBM SPSS Modeler this cookbook will help you delve deeper and exploit the incredible potential of this data mining workbench. The recipes come from some of the best brains in the business.

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Profile Icon Keith McCormick Profile Icon Abbott
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Mex$1047.99 Mex$1164.99
Full star icon Full star icon Full star icon Full star icon Half star icon 4.4 (20 Ratings)
eBook Oct 2013 382 pages 1st Edition
eBook
Mex$1047.99 Mex$1164.99
Paperback
Mex$1456.99
Subscription
Free Trial
Arrow left icon
Profile Icon Keith McCormick Profile Icon Abbott
Arrow right icon
Mex$1047.99 Mex$1164.99
Full star icon Full star icon Full star icon Full star icon Half star icon 4.4 (20 Ratings)
eBook Oct 2013 382 pages 1st Edition
eBook
Mex$1047.99 Mex$1164.99
Paperback
Mex$1456.99
Subscription
Free Trial
eBook
Mex$1047.99 Mex$1164.99
Paperback
Mex$1456.99
Subscription
Free Trial

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IBM SPSS Modeler Cookbook

Chapter 1. Data Understanding

In this chapter, we will cover:

  • Using an empty aggregate to evaluate sample size
  • Evaluating the need to sample from the initial data
  • Using CHAID stumps when interviewing an SME
  • Using a single cluster K-means as an alternative to anomaly detection
  • Using an @NULL multiple Derive to explore missing data
  • Creating an Outliers report to give to SMEs
  • Detecting potential model instability early using the Partition node and Feature Selection node
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Key benefits

  • Go beyond mere insight and build models than you can deploy in the day to day running of your business
  • Save time and effort while getting more value from your data than ever before
  • Loaded with detailed step-by-step examples that show you exactly how it's done by the best in the business

Description

IBM SPSS Modeler is a data mining workbench that enables you to explore data, identify important relationships that you can leverage, and build predictive models quickly allowing your organization to base its decisions on hard data not hunches or guesswork. IBM SPSS Modeler Cookbook takes you beyond the basics and shares the tips, the timesavers, and the workarounds that experts use to increase productivity and extract maximum value from data. The authors of this book are among the very best of these exponents, gurus who, in their brilliant and imaginative use of the tool, have pushed back the boundaries of applied analytics. By reading this book, you are learning from practitioners who have helped define the state of the art. Follow the industry standard data mining process, gaining new skills at each stage, from loading data to integrating results into everyday business practices. Get a handle on the most efficient ways of extracting data from your own sources, preparing it for exploration and modeling. Master the best methods for building models that will perform well in the workplace. Go beyond the basics and get the full power of your data mining workbench with this practical guide.

Who is this book for?

If you have had some hands-on experience with IBM SPSS Modeler and now want to go deeper and take more control over your data mining process, this is the guide for you. It is ideal for practitioners who want to break into advanced analytics.

What you will learn

  • Use and understand the industry standard CRISP_DM process for data mining.
  • Assemble data simply, quickly, and correctly using the full power of extraction, transformation, and loading (ETL) tools.
  • Control the amount of time you spend organizing and formatting your data.
  • Develop predictive models that stand up to the demands of real-life applications.
  • Take your modeling to the next level beyond default settings and learn the tips that the experts use.
  • Learn why the best model is not always the most accurate one.
  • Master deployment techniques that put your discoveries to work making the most of your business most critical resources.
  • Challenge yourself with scripting for ultimate control and automation - it s easier than you think!

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Oct 24, 2013
Length: 382 pages
Edition : 1st
Language : English
ISBN-13 : 9781849685474
Vendor :
IBM
Category :
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Concepts :
Tools :

What do you get with eBook?

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Product feature icon Download this book in EPUB and PDF formats
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
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Product Details

Publication date : Oct 24, 2013
Length: 382 pages
Edition : 1st
Language : English
ISBN-13 : 9781849685474
Vendor :
IBM
Category :
Languages :
Concepts :
Tools :

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IBM SPSS Modeler Essentials
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Table of Contents

10 Chapters
1. Data Understanding Chevron down icon Chevron up icon
2. Data Preparation – Select Chevron down icon Chevron up icon
3. Data Preparation – Clean Chevron down icon Chevron up icon
4. Data Preparation – Construct Chevron down icon Chevron up icon
5. Data Preparation – Integrate and Format Chevron down icon Chevron up icon
6. Selecting and Building a Model Chevron down icon Chevron up icon
7. Modeling – Assessment, Evaluation, Deployment, and Monitoring Chevron down icon Chevron up icon
8. CLEM Scripting Chevron down icon Chevron up icon
A. Business Understanding Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon

Customer reviews

Top Reviews
Rating distribution
Full star icon Full star icon Full star icon Full star icon Half star icon 4.4
(20 Ratings)
5 star 65%
4 star 20%
3 star 5%
2 star 5%
1 star 5%
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Amazon Customer Dec 09, 2014
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Short of paying a fortune to IBM for training. This all you need to get started esp if you have any kind of background with SAS or SPSS
Amazon Verified review Amazon
Steve F. Feb 01, 2015
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Excellent book. SPSS Modeler comes with a ton of really good demos and this book covers everything the demos don't.
Amazon Verified review Amazon
Gordon Curzon Jan 09, 2014
Full star icon Full star icon Full star icon Full star icon Full star icon 5
A must read for all SPSS users even if just for a refresh.Love the way the book is structured.
Amazon Verified review Amazon
Kamau Njenga Mar 09, 2014
Full star icon Full star icon Full star icon Full star icon Full star icon 5
This book is a must have for anyone learning to use SPSS modeler or looking to learn data mining with SPSS. The examples were great and easy to follow.
Amazon Verified review Amazon
Terry Taerum Dec 14, 2013
Full star icon Full star icon Full star icon Full star icon Full star icon 5
In the competitive world of analytical consulting, when getting the job done in a reasonable time is critical, it's helpful to know what others have done to solve similar challenges, particularly when using IBM SPSS Modeler. The text, combined with data samples and example streams delivers the shortest possible distance between problem and solution.
Amazon Verified review Amazon
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